| 具有模糊联想神经网络的自组织模糊控制器 |
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| 引用本文： | 蔡自兴,王晶.具有模糊联想神经网络的自组织模糊控制器[J].中南大学学报(自然科学版),1995(6). |
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| 作者姓名： | 蔡自兴 王晶 |
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| 作者单位： | 中南工业大学自动控制工程系 |
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| 摘 要： | 在分析了几种用神经网络实现的模糊控制器不足的基础上，提出一种用模糊联想记忆神经网络实现的自组织模糊控制器；该控制器由２个模糊联想记忆神经网络分别记忆校正规则表和修正控制规则表，并通过网络权值矩阵的在线修正完成控制规则的实时修正。模糊推理则由网络的自联想功能完成。
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| 关 键 词： | 神经网络，自组织控制，模糊联想记忆，模糊控制器，模糊赫布学习规则 |
A SELF-ORGANIZATION FUZZY CONTROLLER WITH FAM NEURAL NETWORKS |
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| Cai Zixing,Wang Jing.A SELF-ORGANIZATION FUZZY CONTROLLER WITH FAM NEURAL NETWORKS[J].Journal of Central South University:Science and Technology,1995(6). |
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| Authors: | Cai Zixing Wang Jing |
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| Abstract: | Based on analysis of the shortages of fuzzy controllers realized by neural network,aself-organization fuzzy controller with fuzzy association memory neural networks(FAMNN)has been proposed.This controller uses two FAMNNS to memorize the tuning rules andcontrol rules respectively,and to achieve the real-time revision of the control rules by on-linerevision of network weight matrix. The fuzzy inference is realized by the self-association ca-pability of networks. |
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| Keywords: | neural networks self-organizing control fuzzy association memory fuzzy con-troller Hebb'fuzzy learning rules |
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